{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7acad4ac",
   "metadata": {},
   "source": [
    "## request学习\n",
    "* requests体验"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8621cebc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b24dcba1",
   "metadata": {},
   "source": [
    "* r : response,响应"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1ec022f3",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('http://api.github.com/events')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd5f4d88",
   "metadata": {},
   "source": [
    "# 体验状态码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "55ce337e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09608986",
   "metadata": {},
   "source": [
    "# 体验请求头"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "624d3afa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'application/json; charset=utf-8'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.headers"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0fcf6b24",
   "metadata": {},
   "source": [
    "# 体验页面编码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d89c9495",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'utf-8'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.encoding"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4bd6091",
   "metadata": {},
   "source": [
    "# 体验页面三种不同数据形态获取\n",
    "* 观测text、json、content三种样式区别\n",
    "* 思考什么情况下用哪种形态"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e38a3f6d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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href=\\\\\"https://github.com/beorn7\\\\\"><code>@\\u200bbeorn7</code></a> in <a href=\\\\\"https://github-redirect.dependabot.com/prometheus/common/pull/453\\\\\">prometheus/common#453</a></li>\\\\n</ul>\\\\n<h2>New Contributors</h2>\\\\n<ul>\\\\n<li><a href=\\\\\"https://github.com/dependabot\\\\\"><code>@\\u200bdependabot</code></a> made their first contribution in <a href=\\\\\"https://github-redirect.dependabot.com/prometheus/common/pull/454\\\\\">prometheus/common#454</a></li>\\\\n<li><a href=\\\\\"https://github.com/hairyhenderson\\\\\"><code>@\\u200bhairyhenderson</code></a> made their first contribution in <a href=\\\\\"https://github-redirect.dependabot.com/prometheus/common/pull/458\\\\\">prometheus/common#458</a></li>\\\\n</ul>\\\\n<p><strong>Full Changelog</strong>: <a href=\\\\\"https://github.com/prometheus/common/compare/v0.40.0...v0.41.0\\\\\">https://github.com/prometheus/common/compare/v0.40.0...v0.41.0</a></p>\\\\n<h2>v0.40.0</h2>\\\\n<h2>What\\'s 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href=\\\\\"https://github.com/mdn/yari/commit/e8c61ea1b0fcc3a424e0f818565141b451ef8aa2\\\\\"><code>e8c61ea</code></a> chore(deps): bump <code>@\\u200bmdn/browser-compat-data</code> from 5.2.39 to 5.2.40 (<a href=\\\\\"https://github-redirect.dependabot.com/mdn/yari/issues/8375\\\\\">#8375</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/mdn/yari/commit/5c132e78fb50f06b69d38e070f8c91939589a0b9\\\\\"><code>5c132e7</code></a> chore(deps): bump web-specs from 2.50.0 to 2.51.0 (<a href=\\\\\"https://github-redirect.dependabot.com/mdn/yari/issues/8376\\\\\">#8376</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/mdn/yari/commit/5e4329216ee066ea6cf1eaaacfc25a024150c673\\\\\"><code>5e43292</code></a> chore(deps-dev): bump downshift from 7.3.0 to 7.3.2 (<a href=\\\\\"https://github-redirect.dependabot.com/mdn/yari/issues/8374\\\\\">#8374</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/mdn/yari/commit/c4e31f961d95c648d4a726bce59be7b86660addd\\\\\"><code>c4e31f9</code></a> chore(deps-dev): 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viewable in <a href=\\\\\"https://github.com/mdn/yari/compare/v1.18.63...v2.8.7\\\\\">compare view</a></li>\\\\n</ul>\\\\n</details>\\\\n<br />\\\\n\\\\n\\\\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=@mdn/yari&package-manager=npm_and_yarn&previous-version=1.18.63&new-version=2.8.7)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\\\\n\\\\nDependabot will resolve any conflicts with this PR as long as you don\\'t alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\\\\n\\\\n[//]: # (dependabot-automerge-start)\\\\n[//]: # (dependabot-automerge-end)\\\\n\\\\n---\\\\n\\\\n<details>\\\\n<summary>Dependabot commands and options</summary>\\\\n<br />\\\\n\\\\nYou can trigger Dependabot actions by commenting on this PR:\\\\n- `@dependabot rebase` will rebase this PR\\\\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\\\\n- `@dependabot merge` will merge this PR after your CI passes on it\\\\n- `@dependabot squash and merge` will squash and merge this PR after your CI passes on it\\\\n- `@dependabot cancel merge` will cancel a previously requested merge and block automerging\\\\n- `@dependabot reopen` will reopen this PR if it is closed\\\\n- `@dependabot close` will close this PR and stop Dependabot recreating it. 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score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=github.com/prometheus/common&package-manager=go_modules&previous-version=0.39.0&new-version=0.41.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\\n\\nDependabot will resolve any conflicts with this PR as long as you don\\'t alter it yourself. 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(truncated)</p>\\n</details>\\n<details>\\n<summary>Commits</summary>\\n<ul>\\n<li><a href=\"https://github.com/npm/cli/commit/618c1baa830b0ab52fbee0016c3532411477bde7\"><code>618c1ba</code></a> chore: release 9.6.1</li>\\n<li><a href=\"https://github.com/npm/cli/commit/500b1470f240e3dd60c7833095fdf8559803e221\"><code>500b147</code></a> chore: force git rm leftover files when rewriting .gitignore (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6232\">#6232</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/cb45b216c831a2b0c08f97d57ad4d34b318f3d69\"><code>cb45b21</code></a> deps: npm update</li>\\n<li><a href=\"https://github.com/npm/cli/commit/1f60a7ee02953632bf5fb4e64e66755d7bb1bdd1\"><code>1f60a7e</code></a> deps: minipass@4.2.4</li>\\n<li><a href=\"https://github.com/npm/cli/commit/e455e3f6a5d0aa2c53cc24064557ec592706ca2c\"><code>e455e3f</code></a> fix: send options with grant/revoke requests (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6211\">#6211</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/26cbe9912a1b5f6c16bbc5121435037ef691b6c3\"><code>26cbe99</code></a> fix: improve permission error for provenance (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6226\">#6226</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/8a78c6fc400e9b9ca4068c61c8374a86dec7f2d1\"><code>8a78c6f</code></a> fix: only add directories we made to _sparseTreeRoots (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6222\">#6222</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/e4de22480a21591f0c9ba755c8464a9e1f0413c9\"><code>e4de224</code></a> fix: clean uri from audit error (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6220\">#6220</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/b48c43fcedbf1d99a6cbf784ab65901445494044\"><code>b48c43f</code></a> chore: <code>@\\u200bnpmcli/template-oss</code><a href=\"https://github.com/4\"><code>@\\u200b4</code></a>.12.0 (<a href=\"https://github-redirect.dependabot.com/npm/cli/issues/6229\">#6229</a>)</li>\\n<li><a href=\"https://github.com/npm/cli/commit/ef2674f6477d75b6909daee07691fd001f16ac80\"><code>ef2674f</code></a> chore: release 9.6.0</li>\\n<li>Additional commits viewable in <a href=\"https://github.com/npm/cli/compare/v9.3.1...v9.6.1\">compare view</a></li>\\n</ul>\\n</details>\\n<br />\\n\\n\\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=npm&package-manager=npm_and_yarn&previous-version=9.3.1&new-version=9.6.1)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\\n\\nDependabot will resolve any conflicts with this PR as long as you don\\'t alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\\n\\n[//]: # (dependabot-automerge-start)\\n[//]: # (dependabot-automerge-end)\\n\\n---\\n\\n<details>\\n<summary>Dependabot commands and options</summary>\\n<br />\\n\\nYou can trigger Dependabot actions by commenting on this PR:\\n- `@dependabot rebase` will rebase this PR\\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\\n- `@dependabot merge` will merge this PR after your CI passes on it\\n- `@dependabot squash and merge` will squash and merge this PR after your CI passes on it\\n- `@dependabot cancel merge` will cancel a previously requested merge and block automerging\\n- `@dependabot reopen` will reopen this PR if it is closed\\n- `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually\\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\\n\\n\\n</details>',\n",
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       "    'body': \"### [Socket Security Pull Request Report](https://socket.dev)\\n\\n**Dependency issues detected:** If you merge this pull request, you will not be alerted to the instances of these issues again.\\n<details>\\n<summary>\\n<strong>\\n📜 Install scripts\\n</strong>\\n</summary>\\n<p>\\nInstall scripts are run when the package is installed. The majority of malware in npm is hidden in install scripts.\\n</p>\\n<p>\\nPackages should not be running non-essential scripts during install and there are often solutions to problems people solve with install scripts that can be run at publish time instead.\\n</p>\\n</details>\\n\\n| Package | Script field | Source |\\n| --- | --- | --- |\\n| [pngquant-bin@6.0.0](https://socket.dev/npm/package/pngquant-bin/files/6.0.0/package.json#T623-644) (added) | [`postinstall`](https://socket.dev/npm/package/pngquant-bin/files/6.0.0/package.json#T623-644) | [`package.json`](https://github.com/lokera666/content/pull/145/files#diff-7ae45ad102eab3b6d7e7896acd08c427a9b25b346470d7bc6507b6481575d519) via [@mdn/yari@2.8.7](https://socket.dev/npm/package/@mdn/yari/overview/2.8.7) |\\n<details>\\n<summary>\\n<strong>Pull request report summary</strong>\\n</summary>\\n<table>\\n<thead>\\n<tr>\\n<th>Issue</th>\\n<th>Status</th>\\n</tr>\\n</thead>\\n<tbody>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/installScripts'>Install scripts</a></td>\\n<td>⚠️ 1 issue</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/hasNativeCode'>Native code</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/shellScriptOverride'>Bin script shell injection</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/unresolvedRequire'>Unresolved require</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/invalidPackageJSON'>Invalid package.json</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/httpDependency'>HTTP dependency</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/gitDependency'>Git dependency</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/didYouMean'>Potential typo squat</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/malware'>Known Malware</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/telemetry'>Telemetry</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n<tr>\\n<td><a href='https://socket.dev/npm/issue/troll'>Protestware/Troll package</a></td>\\n<td>✅ 0 issues</td>\\n</tr>\\n</tbody>\\n</table>\\n</details>\\n\\n<details>\\n<summary>\\n<strong>Bot Commands</strong>\\n</summary>\\n<p>To ignore an alert, reply with a comment starting with <code>@SocketSecurity ignore</code> followed by a space separated list of <code>package-name@version</code> specifiers. e.g. <code>@SocketSecurity ignore foo@1.0.0 bar@*</code> or ignore all packages with <code>@SocketSecurity ignore-all</code></p>\\n<ul>\\n<li><code>@SocketSecurity ignore pngquant-bin@6.0.0</code></li>\\n</ul>\\n\\n</details>\\n\\n*Powered by [socket.dev](https://socket.dev)*\",\n",
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     },
     "execution_count": 7,
     "metadata": {},
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   ],
   "source": [
    "r.json() #列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8687dae0",
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href=\\\\\"https://github.com/prometheus/common/compare/v0.40.0...v0.41.0\\\\\">https://github.com/prometheus/common/compare/v0.40.0...v0.41.0</a></p>\\\\n<h2>v0.40.0</h2>\\\\n<h2>What\\'s Changed</h2>\\\\n<ul>\\\\n<li>Synchronize common files from prometheus/prometheus by <a href=\\\\\"https://github.com/prombot\\\\\"><code>@\\xe2\\x80\\x8bprombot</code></a> in <a href=\\\\\"https://github-redirect.dependabot.com/prometheus/common/pull/428\\\\\">prometheus/common#428</a></li>\\\\n<li>Add histogram vectors to model by <a href=\\\\\"https://github.com/zenador\\\\\"><code>@\\xe2\\x80\\x8bzenador</code></a> in <a href=\\\\\"https://github-redirect.dependabot.com/prometheus/common/pull/417\\\\\">prometheus/common#417</a></li>\\\\n<li>Change HistogramBucket Boundaries type to int32 by <a href=\\\\\"https://github.com/zenador\\\\\"><code>@\\xe2\\x80\\x8bzenador</code></a> in <a 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ignore</code> followed by a space separated list of <code>package-name@version</code> specifiers. e.g. <code>@SocketSecurity ignore foo@1.0.0 bar@*</code> or ignore all packages with <code>@SocketSecurity ignore-all</code></p>\\\\n<ul>\\\\n<li><code>@SocketSecurity ignore pngquant-bin@6.0.0</code></li>\\\\n</ul>\\\\n\\\\n</details>\\\\n\\\\n*Powered by 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      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.content "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d7541a34",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 找一个网站来看三种数据状态"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "a474a93e",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://www.zhihu.com/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0cfcb978",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "2c195d4f",
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   "outputs": [
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      "\u001b[0;31mJSONDecodeError\u001b[0m                           Traceback (most recent call last)",
      "File \u001b[0;32m~/opt/anaconda3/lib/python3.9/site-packages/requests/models.py:910\u001b[0m, in \u001b[0;36mResponse.json\u001b[0;34m(self, **kwargs)\u001b[0m\n\u001b[1;32m    909\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 910\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mcomplexjson\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloads\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtext\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    911\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m JSONDecodeError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m    912\u001b[0m     \u001b[38;5;66;03m# Catch JSON-related errors and raise as requests.JSONDecodeError\u001b[39;00m\n\u001b[1;32m    913\u001b[0m     \u001b[38;5;66;03m# This aliases json.JSONDecodeError and simplejson.JSONDecodeError\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/lib/python3.9/json/__init__.py:346\u001b[0m, in \u001b[0;36mloads\u001b[0;34m(s, cls, object_hook, parse_float, parse_int, parse_constant, object_pairs_hook, **kw)\u001b[0m\n\u001b[1;32m    343\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m (\u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m object_hook \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m\n\u001b[1;32m    344\u001b[0m         parse_int \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m parse_float \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m\n\u001b[1;32m    345\u001b[0m         parse_constant \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m object_pairs_hook \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m kw):\n\u001b[0;32m--> 346\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_default_decoder\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdecode\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    347\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mcls\u001b[39m \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
      "File \u001b[0;32m~/opt/anaconda3/lib/python3.9/json/decoder.py:337\u001b[0m, in \u001b[0;36mJSONDecoder.decode\u001b[0;34m(self, s, _w)\u001b[0m\n\u001b[1;32m    333\u001b[0m \u001b[38;5;124;03m\"\"\"Return the Python representation of ``s`` (a ``str`` instance\u001b[39;00m\n\u001b[1;32m    334\u001b[0m \u001b[38;5;124;03mcontaining a JSON document).\u001b[39;00m\n\u001b[1;32m    335\u001b[0m \n\u001b[1;32m    336\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m--> 337\u001b[0m obj, end \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraw_decode\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43midx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m_w\u001b[49m\u001b[43m(\u001b[49m\u001b[43ms\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mend\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    338\u001b[0m end \u001b[38;5;241m=\u001b[39m _w(s, end)\u001b[38;5;241m.\u001b[39mend()\n",
      "File \u001b[0;32m~/opt/anaconda3/lib/python3.9/json/decoder.py:355\u001b[0m, in \u001b[0;36mJSONDecoder.raw_decode\u001b[0;34m(self, s, idx)\u001b[0m\n\u001b[1;32m    354\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mStopIteration\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[0;32m--> 355\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m JSONDecodeError(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mExpecting value\u001b[39m\u001b[38;5;124m\"\u001b[39m, s, err\u001b[38;5;241m.\u001b[39mvalue) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;28mNone\u001b[39m\n\u001b[1;32m    356\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m obj, end\n",
      "\u001b[0;31mJSONDecodeError\u001b[0m: Expecting value: line 1 column 1 (char 0)",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mJSONDecodeError\u001b[0m                           Traceback (most recent call last)",
      "Input \u001b[0;32mIn [21]\u001b[0m, in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mjson\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[0;32m~/opt/anaconda3/lib/python3.9/site-packages/requests/models.py:917\u001b[0m, in \u001b[0;36mResponse.json\u001b[0;34m(self, **kwargs)\u001b[0m\n\u001b[1;32m    915\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RequestsJSONDecodeError(e\u001b[38;5;241m.\u001b[39mmessage)\n\u001b[1;32m    916\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 917\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m RequestsJSONDecodeError(e\u001b[38;5;241m.\u001b[39mmsg, e\u001b[38;5;241m.\u001b[39mdoc, e\u001b[38;5;241m.\u001b[39mpos)\n",
      "\u001b[0;31mJSONDecodeError\u001b[0m: [Errno Expecting value] <!doctype html>\n<html lang=\"zh\" data-hairline=\"true\" class=\"itcauecng\" data-theme=\"light\"><head><meta charSet=\"utf-8\"/><title data-rh=\"true\">安全验证 - 知乎</title><meta name=\"viewport\" content=\"width=device-width,initial-scale=1,maximum-scale=1\"/><meta name=\"renderer\" content=\"webkit\"/><meta name=\"force-rendering\" content=\"webkit\"/><meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge,chrome=1\"/><meta name=\"google-site-verification\" content=\"FTeR0c8arOPKh8c5DYh_9uu98_zJbaWw53J-Sch9MTg\"/><meta name=\"description\" property=\"og:description\" content=\"知乎，中文互联网高质量的问答社区和创作者聚集的原创内容平台，于 2011 年 1 月正式上线，以「让人们更好的分享知识、经验和见解，找到自己的解答」为品牌使命。知乎凭借认真、专业、友善的社区氛围、独特的产品机制以及结构化和易获得的优质内容，聚集了中文互联网科技、商业、影视、时尚、文化等领域最具创造力的人群，已成为综合性、全品类、在诸多领域具有关键影响力的知识分享社区和创作者聚集的原创内容平台，建立起了以社区驱动的内容变现商业模式。\"/><meta data-rh=\"true\" name=\"robots\" content=\"noindex\"/><link data-rh=\"true\" rel=\"apple-touch-icon\" 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     ]
    }
   ],
   "source": [
    "r.json() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "56a7a899",
   "metadata": {},
   "outputs": [],
   "source": [
    "#https://requests.readthedocs.io/projects/cn/zh_CN/latest/"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cbc6e82",
   "metadata": {},
   "source": [
    "# 通用图像识别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6114507e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "24.f5cf34445cf252f2ad59cf999b5fe606.2592000.1681356104.282335-31100488\n"
     ]
    }
   ],
   "source": [
    "\n",
    "import requests\n",
    "import json\n",
    "\n",
    "\n",
    "def main():\n",
    "        \n",
    "    url = \"https://aip.baidubce.com/oauth/2.0/token?client_id=Qh3tpVy3Ga7HYZZhgceob6Nv&client_secret=KutfS36zeKKqCewZyaVU2vMp8bfFxgQT&grant_type=client_credentials\"\n",
    "    \n",
    "    payload = \"\"\n",
    "    headers = {\n",
    "        'Content-Type': 'application/json',\n",
    "        'Accept': 'application/json'\n",
    "    }\n",
    "    \n",
    "    response = requests.request(\"POST\", url, headers=headers, data=payload)\n",
    "    \n",
    "    print(response.json()[\"access_token\"])\n",
    "    \n",
    "\n",
    "if __name__ == '__main__':\n",
    "    main()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6bd5f766",
   "metadata": {},
   "source": [
    "# 通用物体识别分析"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d03d7ff8",
   "metadata": {},
   "outputs": [],
   "source": [
    "Crystal_token =\"24.fa9576e369896751cfebc70d86f44ad2.2592000.1680924240.282335-31100488\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "865411f6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result_num': 5, 'result': [{'keyword': '轿车', 'score': 0.786376, 'root': '交通工具-汽车', 'baike_info': {'baike_url': 'http://baike.baidu.com/item/%E8%BD%BF%E8%BD%A6/568373', 'image_url': 'https://bkimg.cdn.bcebos.com/pic/ac6eddc451da81cb39db49bf932ec7160924ab189b22', 'description': '轿车(saloon car)是指用于载送人员及其随身物品，且座位布置在两轴之间的汽车。包括驾驶者在内，座位数最多不超过九个。一般轿车强调的是舒适性，以乘员为中心。而且是从经济性考虑出发，选择马力适中、排量小、耗油量小的发动机。在中国内地的行驶证管理方面，轿车特指区别于货车、皮卡、SUV、大巴、中巴的小型汽车，俗称为“小轿车”。在香港，轿车又称私家车。'}}, {'keyword': '老爷车', 'score': 0.507908, 'root': '交通工具-汽车'}, {'keyword': '跑车', 'score': 0.343716, 'root': '交通工具-汽车'}, {'keyword': '古董车展', 'score': 0.171645, 'root': '交通工具-汽车'}, {'keyword': '军人', 'score': 0.005817, 'root': '人物-人物特写'}], 'log_id': 1635481702388076621}\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "通用物体和场景识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v2/advanced_general\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('/Users/linyuqing/Desktop/u=2173474726,3840535144&fm=253&fmt=auto&app=138&f=JPEG.webp', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,'baike_num':1}\n",
    "access_token = Crystal_token\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0b6c20f2",
   "metadata": {},
   "outputs": [],
   "source": [
    "#https://console.bce.baidu.com/ai/#/ai/imagerecognition/overview/index 百度智能云\n",
    "#https://ai.baidu.com/?track=cp:aipinzhuan|pf:pc|pp:AIpingtai|pu:title|ci:|kw:10005792  百度AI开放平台"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4cd4ea4a",
   "metadata": {},
   "source": [
    "# 地标识别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3e667f27",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'landmark': '比萨斜塔'}, 'log_id': 1635482085641692393}\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "地标识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v1/landmark\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('/Users/linyuqing/Desktop/u=3910345816,2726711092&fm=253&fmt=auto&app=138&f=JPEG.webp', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,'baike_num':1}\n",
    "access_token = Crystal_token\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85863cb2",
   "metadata": {},
   "source": [
    "# 货币识别"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "f473b132",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'currencyName': '美元', 'currencyCode': 'USD', 'currencyDenomination': '2', 'year': '-', 'hasdetail': 1}, 'log_id': 1635482911629436120}\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# encoding:utf-8\n",
    "\n",
    "import requests\n",
    "import base64\n",
    "\n",
    "'''\n",
    "货币识别\n",
    "'''\n",
    "\n",
    "request_url = \"https://aip.baidubce.com/rest/2.0/image-classify/v1/currency\"\n",
    "# 二进制方式打开图片文件\n",
    "f = open('/Users/linyuqing/Desktop/u=1510744473,2414326611&fm=253&fmt=auto&app=138&f=JPEG.webp', 'rb')\n",
    "img = base64.b64encode(f.read())\n",
    "\n",
    "params = {\"image\":img,'baike_num':1}\n",
    "access_token = Crystal_token\n",
    "request_url = request_url + \"?access_token=\" + access_token\n",
    "headers = {'content-type': 'application/x-www-form-urlencoded'}\n",
    "response = requests.post(request_url, data=params, headers=headers)\n",
    "if response:\n",
    "    print (response.json())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "76936228",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
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